{"id":"W6944319302","doi":"10.18429/jacow-ipac2024-tupg14","title":"Beam centroid studies at the Canadian Light Source","year":2024,"lang":"en","type":"article","venue":"JACOW","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada)","funders":"","keywords":"Orbit (dynamics); Noise (video); Beam (structure); Centroid; Dispersion (optics); Power (physics); Radio frequency; Light source","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007334845,0.00009307749,0.00007911387,0.00004035281,0.000166265,0.00008073278,0.0000945583,0.00003370837,0.00007552841],"category_scores_gemma":[0.00001042972,0.00006360759,0.00004155859,0.0001653288,0.00002890716,0.0000594759,0.00001921658,0.0001212842,0.0004242554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003513043,"about_ca_system_score_gemma":0.00003240251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0022902,"about_ca_topic_score_gemma":0.1781402,"domain_scores_codex":[0.9993894,0.000007719575,0.00008256563,0.0001044619,0.00008440494,0.0003314975],"domain_scores_gemma":[0.9996989,0.00003084714,0.000004016421,0.0001475352,0.00001210126,0.0001066508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000336319,0.000005996943,0.001763322,0.00006607314,0.0003681732,0.00006721754,0.00209682,0.009964985,0.02359731,0.001164649,0.9465386,0.01436345],"study_design_scores_gemma":[0.00005295145,0.00001042023,0.0005164584,0.00001228147,0.00001933617,0.000006573883,0.0001000403,0.009875119,0.03052983,0.00006269687,0.958707,0.000107318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9483696,0.03333186,0.00005117164,0.005825071,0.001104641,0.0001562434,0.00001304149,0.0004761717,0.01067227],"genre_scores_gemma":[0.9963717,0.0001907192,0.000007527449,0.0002118793,0.0002229771,0.00001736411,0.000002173512,0.00002483417,0.002950786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.17585,"threshold_uncertainty_score":0.8368566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203867851610356,"score_gpt":0.2251795171547353,"score_spread":0.2131408386386318,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}